finalData Profiling Report

Dataset info

Number of variables	36
Number of observations	3142
Missing cells	62 (0.1%)
Duplicate rows	0 (0.0%)
Total size in memory	883.8 KiB
Average record size in memory	288.0 B

Variables types

Numeric	22
Categorical	0
Boolean	0
Date	0
URL	0
Text (Unique)	0
Rejected	14
Unsupported	0

Warnings

`aIPBRatioToPopulation` has 2736 (87.1%) zeros	Zeros
`airInboundPopularityBucket` has 2736 (87.1%) zeros	Zeros
`airQuality` has 2592 (82.5%) zeros	Zeros
`allMeansofTransporttoWork` is highly correlated with `AERAFEmployement` (ρ = 0.9221597717)	Rejected
`bicycleMeansofTransporttoWork` is highly correlated with `allMeansofTransporttoWork` (ρ = 0.9279418419)	Rejected
`bicycleUsageRate` has 816 (26.0%) zeros	Zeros
`bicycleUsageRate` has 62 (2.0%) missing values	Missing
`familiesinPoverty` is highly correlated with `allMeansofTransporttoWork` (ρ = 0.9210729052)	Rejected
`femalesEmployedInOwnBusines` is highly correlated with `familiesinPoverty` (ρ = 0.9568038323)	Rejected
`lIBNonVRRatioToPopulation` has 425 (13.5%) zeros	Zeros
`lIBVRRatioToPopulation` has 1014 (32.3%) zeros	Zeros
`lodgingInventoryBucketNonVacationalRental` has 425 (13.5%) zeros	Zeros
`lodgingInventoryBucketVacationalRental` has 1014 (32.3%) zeros	Zeros
`malesEmployedInOwnBusines` is highly correlated with `femalesEmployedInOwnBusines` (ρ = 0.9938180289)	Rejected
`medianHouseHoldIncome` is highly correlated with `malesEmployedInOwnBusines` (ρ = 0.9515287715)	Rejected
`population2016` is highly correlated with `medianHouseHoldIncome` (ρ = 0.9705290068)	Rejected
`STATEFP` is highly correlated with `geoid` (ρ = 0.99997546)	Rejected
`totalCivilLabour` is highly correlated with `population2016` (ρ = 0.9984817791)	Rejected
`totalEmployement` is highly correlated with `totalCivilLabour` (ρ = 0.9998288863)	Rejected
`totalHousingUnits` is highly correlated with `totalEmployement` (ρ = 0.9924259513)	Rejected
`totalPopulation` is highly correlated with `totalHousingUnits` (ρ = 0.9935484959)	Rejected
`totalStructureBuiltYear` is highly correlated with `totalPopulation` (ρ = 0.9935484959)	Rejected
`unEmployementinCivilLabour` is highly correlated with `totalStructureBuiltYear` (ρ = 0.9755936784)	Rejected
`waterUsage` has 91 (2.9%) zeros	Zeros

AERAFEmployement
Numeric

Distinct count	2079
Unique (%)	66.2%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	4556.42839
Minimum	0
Maximum	515900
Zeros (%)	0.1%

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Quantile statistics

Minimum	0
5-th percentile	62
Q1	303
Median	854.5
Q3	2694.5
95-th percentile	19710.4
Maximum	515900
Range	515900
Interquartile range	2391.5

Descriptive statistics

Standard deviation	16588.22166
Coef of variation	3.640619416
Kurtosis	347.3123671
Mean	4556.42839
MAD	5861.54203
Skewness	14.77147891
Sum	14316298
Variance	275169098
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000e+00 1.00000e+01 2.32500e+02 4.98500e+02 6.41500e+02 ... 2.48795e+04 4.70415e+04 7.67945e+04 1.86249e+05 5.15900e+05], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
130	8	0.3%
119	8	0.3%
224	7	0.2%
167	7	0.2%
136	7	0.2%
56	7	0.2%
101	7	0.2%
11	7	0.2%
59	6	0.2%
299	6	0.2%
Other values (2069)	3072	97.8%

Minimum 5 values

Value	Count	Frequency (%)
0	2	0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
515900	1	< 0.1%
278701	1	< 0.1%
245231	1	< 0.1%
187330	1	< 0.1%
185168	1	< 0.1%

AERAFEmployementRatio
Numeric

Distinct count	3132
Unique (%)	99.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	17.83443535
Minimum	0
Maximum	100
Zeros (%)	0.1%

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Quantile statistics

Minimum	0
5-th percentile	7.966000037
Q1	13.02923797
Median	16.92267526
Q3	20.90122018
95-th percentile	30.36841066
Maximum	100
Range	100
Interquartile range	7.871982209

Descriptive statistics

Standard deviation	7.892620724
Coef of variation	0.4425495155
Kurtosis	10.71403794
Mean	17.83443535
MAD	5.419897605
Skewness	2.164717695
Sum	56035.79587
Variance	62.29346189
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0. 3.89039776 5.94765334 8.30709026 9.85664867 ... 26.44003898 30.39195359 36.08097884 56.05115848 100. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
21.57894737	2	0.1%
9.872721018	2	0.1%
9.921355112	2	0.1%
11.33141072	2	0.1%
15.03322894	2	0.1%
13.48684211	2	0.1%
13.69057084	2	0.1%
13.46378767	2	0.1%
12.69349845	2	0.1%
0	2	0.1%
Other values (3122)	3122	99.4%

Minimum 5 values

Value	Count	Frequency (%)
0	2	0.1%
1.580570547	1	< 0.1%
1.934367792	1	< 0.1%
1.973684211	1	< 0.1%
2.012961508	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	1	< 0.1%
75.39196411	1	< 0.1%
74.66763795	1	< 0.1%
69.48114968	1	< 0.1%
68.1859688	1	< 0.1%

aIPBRatioToPopulation
Numeric

Distinct count	407
Unique (%)	13.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.5188831452
Minimum	0
Maximum	100
Zeros (%)	87.1%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	2.910318863
Maximum	100
Range	100
Interquartile range	0

Descriptive statistics

Standard deviation	2.844657924
Coef of variation	5.482270816
Kurtosis	520.5585219
Mean	0.5188831452
MAD	0.9112486366
Skewness	17.95942077
Sum	1630.330842
Variance	8.092078703
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 1.27077691e-02 1.83079140e+00 3.26020665e+00 7.36805765e+00 1.79417345e+01 3.04078229e+01 1.00000000e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	2736	87.1%
0.4374077304	1	< 0.1%
3.116107047	1	< 0.1%
2.670331556	1	< 0.1%
13.59057803	1	< 0.1%
7.417535946	1	< 0.1%
1.94982047	1	< 0.1%
1.034422563	1	< 0.1%
0.5385753852	1	< 0.1%
5.178318375	1	< 0.1%
Other values (397)	397	12.6%

Minimum 5 values

Value	Count	Frequency (%)
0	2736	87.1%
0.02541553825	1	< 0.1%
0.02997429798	1	< 0.1%
0.03097332162	1	< 0.1%
0.05183012956	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	1	< 0.1%
48.3995585	1	< 0.1%
33.86972194	1	< 0.1%
26.9459238	1	< 0.1%
25.80854007	1	< 0.1%

airInboundPopularityBucket
Numeric

Distinct count	22
Unique (%)	0.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.505251432
Minimum	0
Maximum	20
Zeros (%)	87.1%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	14.95
Maximum	20
Range	20
Interquartile range	0

Descriptive statistics

Standard deviation	4.421632279
Coef of variation	2.9374709
Kurtosis	7.729601643
Mean	1.505251432
MAD	2.625997096
Skewness	2.983084813
Sum	4729.5
Variance	19.55083201
Memory size	24.6 KiB

Histogram with fixed size bins (bins=22)

Histogram with variable size bins (bins=[ 0. 0.5 13.25 13.75 19.5 20. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	2736	87.1%
20	35	1.1%
18	30	1.0%
7	27	0.9%
15	26	0.8%
16	25	0.8%
19	23	0.7%
9	22	0.7%
8	21	0.7%
10	21	0.7%
Other values (12)	176	5.6%

Minimum 5 values

Value	Count	Frequency (%)
0	2736	87.1%
1	14	0.4%
2	14	0.4%
3	16	0.5%
4	13	0.4%

Maximum 5 values

Value	Count	Frequency (%)
20	35	1.1%
19	23	0.7%
18	30	1.0%
17	19	0.6%
16	25	0.8%

airQuality
Numeric

Distinct count	106
Unique (%)	3.4%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.414449395
Minimum	0
Maximum	19.4
Zeros (%)	82.5%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	8.7
Maximum	19.4
Range	19.4
Interquartile range	0

Descriptive statistics

Standard deviation	3.219895173
Coef of variation	2.276430096
Kurtosis	3.621232189
Mean	1.414449395
MAD	2.33370645
Skewness	2.132772648
Sum	4444.2
Variance	10.36772493
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0. 1.3 3.3 4.65 6.05 7.35 8.95 10.55 14.85 19.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	2592	82.5%
8.3	24	0.8%
8	18	0.6%
7.9	17	0.5%
7.7	17	0.5%
8.2	16	0.5%
8.4	16	0.5%
8.9	16	0.5%
8.1	15	0.5%
7	14	0.4%
Other values (96)	397	12.6%

Minimum 5 values

Value	Count	Frequency (%)
0	2592	82.5%
2.6	1	< 0.1%
2.7	1	< 0.1%
3.2	1	< 0.1%
3.4	2	0.1%

Maximum 5 values

Value	Count	Frequency (%)
19.4	1	< 0.1%
18.6	1	< 0.1%
17.7	1	< 0.1%
17.6	1	< 0.1%
17.3	1	< 0.1%

allMeansofTransporttoWork
Highly correlated

This variable is highly correlated with AERAFEmployement and should be ignored for analysis

Correlation	0.9221597717

bicycleMeansofTransporttoWork
Highly correlated

This variable is highly correlated with allMeansofTransporttoWork and should be ignored for analysis

Correlation	0.9279418419

bicycleUsageRate
Numeric

Distinct count	1900
Unique (%)	60.5%
Missing (%)	2.0%
Missing (n)	62
Infinite (%)	0.0%
Infinite (n)	0

Mean	19.85430834
Minimum	0
Maximum	100
Zeros (%)	26.0%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	13.94268846
Q3	31.14004601
95-th percentile	63.18351943
Maximum	100
Range	100
Interquartile range	31.14004601

Descriptive statistics

Standard deviation	21.61139316
Coef of variation	1.088498919
Kurtosis	1.437565932
Mean	19.85430834
MAD	17.08886141
Skewness	1.301954803
Sum	61151.26969
Variance	467.0523143
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	816	26.0%
100	23	0.7%
33.33333333	13	0.4%
50	12	0.4%
14.28571429	11	0.4%
25	9	0.3%
20	9	0.3%
18.18181818	8	0.3%
16.66666667	8	0.3%
28.57142857	7	0.2%
Other values (1889)	2164	68.9%
(Missing)	62	2.0%

Minimum 5 values

Value	Count	Frequency (%)
0	816	26.0%
0.2207505519	1	< 0.1%
0.2770083102	1	< 0.1%
0.3129890454	1	< 0.1%
0.3571428571	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	23	0.7%
97.4025974	1	< 0.1%
97.36308316	1	< 0.1%
95.23809524	1	< 0.1%
95.03546099	1	< 0.1%

COUNTYFP
Numeric

Distinct count	324
Unique (%)	10.3%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	103.5728835
Minimum	1
Maximum	840
Zeros (%)	0.0%

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Quantile statistics

Minimum	1
5-th percentile	7
Q1	35
Median	79
Q3	133
95-th percentile	298.9
Maximum	840
Range	839
Interquartile range	98

Descriptive statistics

Standard deviation	107.70406
Coef of variation	1.039886661
Kurtosis	11.3675668
Mean	103.5728835
MAD	70.45740326
Skewness	2.840168775
Sum	325426
Variance	11600.16454
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 1. 5.5 6.5 11.5 12.5 ... 197.5 229.5 322. 515. 840. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5	49	1.6%
1	49	1.6%
3	49	1.6%
9	48	1.5%
13	47	1.5%
7	47	1.5%
15	46	1.5%
11	46	1.5%
19	45	1.4%
17	45	1.4%
Other values (314)	2671	85.0%

Minimum 5 values

Value	Count	Frequency (%)
1	49	1.6%
3	49	1.6%
5	49	1.6%
6	1	< 0.1%
7	47	1.5%

Maximum 5 values

Value	Count	Frequency (%)
840	1	< 0.1%
830	1	< 0.1%
820	1	< 0.1%
810	1	< 0.1%
800	1	< 0.1%

CustomerSatisfactionAvgReviewRating
Numeric

Distinct count	287
Unique (%)	9.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	4.267188097
Minimum	2.15
Maximum	5
Zeros (%)	0.0%

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Quantile statistics

Minimum	2.15
5-th percentile	3.875
Q1	4.2
Median	4.255
Q3	4.41
95-th percentile	4.6
Maximum	5
Range	2.85
Interquartile range	0.21

Descriptive statistics

Standard deviation	0.2406976964
Coef of variation	0.05640662912
Kurtosis	8.290185976
Mean	4.267188097
MAD	0.165388309
Skewness	-1.580525494
Sum	13407.505
Variance	0.05793538104
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[2.15 3.2225 3.2625 3.4675 3.7475 ... 4.5975 4.6825 4.7425 4.7575 5. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
4.2	584	18.6%
4.25	104	3.3%
4.415	44	1.4%
4.375	41	1.3%
4.5	39	1.2%
4.315	37	1.2%
4.75	36	1.1%
4.32	33	1.1%
4.335	33	1.1%
4.45	33	1.1%
Other values (277)	2158	68.7%

Minimum 5 values

Value	Count	Frequency (%)
2.15	1	< 0.1%
2.265	1	< 0.1%
2.75	5	0.2%
2.875	1	< 0.1%
2.93	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
5	5	0.2%
4.945	1	< 0.1%
4.93	1	< 0.1%
4.89	1	< 0.1%
4.885	1	< 0.1%

CustomerSatisfactionAvgStarRating
Numeric

Distinct count	210
Unique (%)	6.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.772529267
Minimum	1
Maximum	4
Zeros (%)	0.0%

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Quantile statistics

Minimum	1
5-th percentile	2
Q1	2.6
Median	2.8
Q3	3
95-th percentile	3.19
Maximum	4
Range	3
Interquartile range	0.4

Descriptive statistics

Standard deviation	0.3292726818
Coef of variation	0.118762563
Kurtosis	1.699441656
Mean	2.772529267
MAD	0.2484839076
Skewness	-0.2168153059
Sum	8711.286957
Variance	0.108420499
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[1. 1.5 2.065 2.15 2.235 ... 3.405 3.475 3.51 3.925 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
3	762	24.3%
2.5	232	7.4%
2	195	6.2%
2.67	167	5.3%
2.75	110	3.5%
2.33	68	2.2%
2.8	64	2.0%
2.6	64	2.0%
2.83	50	1.6%
2.71	44	1.4%
Other values (200)	1386	44.1%

Minimum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	195	6.2%
2.13	1	< 0.1%
2.17	6	0.2%
2.2	6	0.2%

Maximum 5 values

Value	Count	Frequency (%)
4	22	0.7%
3.85	1	< 0.1%
3.83	1	< 0.1%
3.82	1	< 0.1%
3.75	3	0.1%

familiesinPoverty
Highly correlated

This variable is highly correlated with allMeansofTransporttoWork and should be ignored for analysis

Correlation	0.9210729052

familiesUnderPovertyScale
Numeric

Distinct count	3140
Unique (%)	99.9%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	77.66510783
Minimum	34.12664636
Maximum	100
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	34.12664636
5-th percentile	63.83661934
Q1	73.85087855
Median	78.61085639
Q3	82.4841462
95-th percentile	88.3714231
Maximum	100
Range	65.87335364
Interquartile range	8.633267647

Descriptive statistics

Standard deviation	7.503240848
Coef of variation	0.09661019031
Kurtosis	2.215735676
Mean	77.66510783
MAD	5.630727446
Skewness	-0.888111194
Sum	244023.7688
Variance	56.29862322
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 34.12664636 52.804555 58.38564047 65.88119434 68.8048335 ... 85.03115039 87.04399083 90.39792158 93.92785496 100. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
80.52120893	2	0.1%
84.10924891	2	0.1%
62.43495266	1	< 0.1%
81.30609855	1	< 0.1%
75.00125135	1	< 0.1%
75.87240449	1	< 0.1%
73.06883643	1	< 0.1%
82.52701708	1	< 0.1%
72.0273032	1	< 0.1%
80.41917418	1	< 0.1%
Other values (3130)	3130	99.6%

Minimum 5 values

Value	Count	Frequency (%)
34.12664636	1	< 0.1%
36.93505904	1	< 0.1%
42.39983383	1	< 0.1%
42.87517512	1	< 0.1%
43.1479566	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	1	< 0.1%
99.65832318	1	< 0.1%
98.0103972	1	< 0.1%
97.76087427	1	< 0.1%
97.56408795	1	< 0.1%

femalesEmployedInOwnBusines
Highly correlated

This variable is highly correlated with familiesinPoverty and should be ignored for analysis

Correlation	0.9568038323

geoid
Numeric

Distinct count	3142
Unique (%)	100.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	30383.64927
Minimum	1001
Maximum	56045
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1001
5-th percentile	5093.1
Q1	18177.5
Median	29176
Q3	45080.5
95-th percentile	53062.9
Maximum	56045
Range	55044
Interquartile range	26903

Descriptive statistics

Standard deviation	15162.50837
Coef of variation	0.4990351304
Kurtosis	-1.098053508
Mean	30383.64927
MAD	13054.5569
Skewness	-0.07966181271
Sum	95465426
Variance	229901660.2
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 1001. 1132. 2014.5 2286. 4002. ... 54108. 55002. 55140. 56002. 56045. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
47103	1	< 0.1%
28035	1	< 0.1%
28033	1	< 0.1%
28031	1	< 0.1%
28029	1	< 0.1%
28027	1	< 0.1%
48415	1	< 0.1%
28025	1	< 0.1%
28023	1	< 0.1%
5147	1	< 0.1%
Other values (3132)	3132	99.7%

Minimum 5 values

Value	Count	Frequency (%)
1001	1	< 0.1%
1003	1	< 0.1%
1005	1	< 0.1%
1007	1	< 0.1%
1009	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
56045	1	< 0.1%
56043	1	< 0.1%
56041	1	< 0.1%
56039	1	< 0.1%
56037	1	< 0.1%

lIBNonVRRatioToPopulation
Numeric

Distinct count	2703
Unique (%)	86.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.462512466
Minimum	0
Maximum	100
Zeros (%)	13.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.4955847397
Median	1.483587001
Q3	2.851868508
95-th percentile	8.593529739
Maximum	100
Range	100
Interquartile range	2.356283768

Descriptive statistics

Standard deviation	4.13778881
Coef of variation	1.680311823
Kurtosis	130.6893548
Mean	2.462512466
MAD	2.127512599
Skewness	8.165588871
Sum	7737.214167
Variance	17.12129624
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 5.38602489e-03 4.03435042e-02 2.26900275e+00 3.28318659e+00 ... 5.70769572e+00 1.15720897e+01 2.07138452e+01 3.92646272e+01 1.00000000e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	425	13.5%
3.533175685	2	0.1%
1.801375854	2	0.1%
2.03841421	2	0.1%
1.489969106	2	0.1%
9.837970434	2	0.1%
2.414486922	2	0.1%
2.303042515	2	0.1%
3.257245448	2	0.1%
3.278829604	2	0.1%
Other values (2693)	2699	85.9%

Minimum 5 values

Value	Count	Frequency (%)
0	425	13.5%
0.01077204977	1	< 0.1%
0.02101289257	1	< 0.1%
0.02316790164	1	< 0.1%
0.02467954805	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	1	< 0.1%
64.51662562	1	< 0.1%
46.29404617	1	< 0.1%
39.65170332	1	< 0.1%
38.87755102	1	< 0.1%

lIBVRRatioToPopulation
Numeric

Distinct count	2116
Unique (%)	67.3%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.365931507
Minimum	0
Maximum	100
Zeros (%)	32.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0.3855209686
Q3	1.435689713
95-th percentile	5.331483861
Maximum	100
Range	100
Interquartile range	1.435689713

Descriptive statistics

Standard deviation	3.958270019
Coef of variation	2.897853955
Kurtosis	283.861261
Mean	1.365931507
MAD	1.565502055
Skewness	14.09323467
Sum	4291.756795
Variance	15.66790155
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 3.96864992e-03 6.96445275e-02 3.30446218e-01 8.53376113e-01 ... 7.00675015e+00 1.05821221e+01 1.54617676e+01 3.47304826e+01 1.00000000e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1014	32.3%
1.390853586	2	0.1%
1.569984856	2	0.1%
6.396373709	2	0.1%
1.607103312	2	0.1%
6.83457109	2	0.1%
1.824625257	2	0.1%
0.3794612845	2	0.1%
0.7598572027	2	0.1%
1.291278424	2	0.1%
Other values (2106)	2110	67.2%

Minimum 5 values

Value	Count	Frequency (%)
0	1014	32.3%
0.007937299831	1	< 0.1%
0.015483184	1	< 0.1%
0.01707108542	1	< 0.1%
0.01818493014	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	1	< 0.1%
89.01291453	1	< 0.1%
77.52306023	1	< 0.1%
72.8524308	1	< 0.1%
35.06045346	1	< 0.1%

lodgingInventoryBucketNonVacationalRental
Numeric

Distinct count	20
Unique (%)	0.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	10.73201782
Minimum	0
Maximum	20
Zeros (%)	13.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
Median	12
Q3	16
95-th percentile	20
Maximum	20
Range	20
Interquartile range	10

Descriptive statistics

Standard deviation	6.362206317
Coef of variation	0.5928247997
Kurtosis	-1.092005832
Mean	10.73201782
MAD	5.441691204
Skewness	-0.2988767515
Sum	33720
Variance	40.47766922
Memory size	24.6 KiB

Histogram with fixed size bins (bins=20)

Histogram with variable size bins (bins=[ 0. 0.5 3. 4.5 5.5 ... 11.5 12.5 13.5 19.5 20. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	425	13.5%
4	296	9.4%
12	227	7.2%
7	227	7.2%
15	213	6.8%
20	195	6.2%
19	192	6.1%
8	192	6.1%
17	181	5.8%
10	176	5.6%
Other values (10)	818	26.0%

Minimum 5 values

Value	Count	Frequency (%)
0	425	13.5%
1	14	0.4%
2	11	0.4%
4	296	9.4%
5	38	1.2%

Maximum 5 values

Value	Count	Frequency (%)
20	195	6.2%
19	192	6.1%
18	160	5.1%
17	181	5.8%
16	164	5.2%

lodgingInventoryBucketVacationalRental
Numeric

Distinct count	20
Unique (%)	0.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	8.299172502
Minimum	0
Maximum	20
Zeros (%)	32.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	7
Q3	15
95-th percentile	20
Maximum	20
Range	20
Interquartile range	15

Descriptive statistics

Standard deviation	7.531844268
Coef of variation	0.9075415973
Kurtosis	-1.439007645
Mean	8.299172502
MAD	6.749730252
Skewness	0.2889876633
Sum	26076
Variance	56.72867808
Memory size	24.6 KiB

Histogram with fixed size bins (bins=20)

Histogram with variable size bins (bins=[ 0. 0.5 3. 4.5 5.5 ... 9.5 12.5 14.5 19.5 20. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1014	32.3%
20	374	11.9%
4	327	10.4%
7	216	6.9%
8	132	4.2%
12	125	4.0%
15	125	4.0%
19	118	3.8%
10	107	3.4%
17	103	3.3%
Other values (10)	501	15.9%

Minimum 5 values

Value	Count	Frequency (%)
0	1014	32.3%
1	25	0.8%
2	23	0.7%
4	327	10.4%
5	34	1.1%

Maximum 5 values

Value	Count	Frequency (%)
20	374	11.9%
19	118	3.8%
18	101	3.2%
17	103	3.3%
16	88	2.8%

malesEmployedInOwnBusines
Highly correlated

This variable is highly correlated with femalesEmployedInOwnBusines and should be ignored for analysis

Correlation	0.9938180289

medianHouseHoldIncome
Highly correlated

This variable is highly correlated with malesEmployedInOwnBusines and should be ignored for analysis

Correlation	0.9515287715

minorityPopulationRatio
Numeric

Distinct count	3138
Unique (%)	99.9%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	14.320714
Minimum	0.4342773098
Maximum	100
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	0.4342773098
5-th percentile	1.516192041
Q1	3.041150696
Median	6.886645442
Q3	18.77413148
95-th percentile	53.0904541
Maximum	100
Range	99.56572269
Interquartile range	15.73298078

Descriptive statistics

Standard deviation	17.1208616
Coef of variation	1.195531284
Kurtosis	3.842639594
Mean	14.320714
MAD	12.63926023
Skewness	1.974040623
Sum	44995.6834
Variance	293.1239019
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0.43427731 1.02890748 1.47276322 2.56553966 4.1264958 ... 35.17028357 48.06765253 67.29028039 88.37116939 100. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.483780809	2	0.1%
1.853756104	2	0.1%
2.341528071	2	0.1%
2.391006789	2	0.1%
15.06750337	1	< 0.1%
21.48300937	1	< 0.1%
2.552434421	1	< 0.1%
3.08076874	1	< 0.1%
22.73059225	1	< 0.1%
16.59058998	1	< 0.1%
Other values (3128)	3128	99.6%

Minimum 5 values

Value	Count	Frequency (%)
0.4342773098	1	< 0.1%
0.4856009919	1	< 0.1%
0.5308433203	1	< 0.1%
0.645187025	1	< 0.1%
0.6733122997	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	1	< 0.1%
99.39599701	1	< 0.1%
94.98852195	1	< 0.1%
93.10139435	1	< 0.1%
91.76568503	1	< 0.1%

population2016
Highly correlated

This variable is highly correlated with medianHouseHoldIncome and should be ignored for analysis

Correlation	0.9705290068

STATEFP
Highly correlated

This variable is highly correlated with geoid and should be ignored for analysis

Correlation	0.99997546

structureBuiltYearBefore1939
Numeric

Distinct count	2263
Unique (%)	72.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5556.381604
Minimum	0
Maximum	661241
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	186.05
Q1	590
Median	1323.5
Q3	3273.5
95-th percentile	17477.35
Maximum	661241
Range	661241
Interquartile range	2683.5

Descriptive statistics

Standard deviation	24325.56975
Coef of variation	4.377951603
Kurtosis	331.9129763
Mean	5556.381604
MAD	6889.191171
Skewness	15.85328472
Sum	17458151
Variance	591733343.7
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000e+00 9.15000e+01 2.31500e+02 7.37500e+02 1.30000e+03 ... 1.95050e+04 3.83795e+04 6.20700e+04 1.96070e+05 6.61241e+05], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
404	7	0.2%
239	6	0.2%
606	6	0.2%
403	6	0.2%
767	6	0.2%
614	6	0.2%
714	6	0.2%
706	5	0.2%
573	5	0.2%
1110	5	0.2%
Other values (2253)	3084	98.2%

Minimum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
5	2	0.1%
6	1	< 0.1%
11	2	0.1%
15	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
661241	1	< 0.1%
523685	1	< 0.1%
522995	1	< 0.1%
377203	1	< 0.1%
271441	1	< 0.1%

structureBuiltYearBefore1939Ratio
Numeric

Distinct count	3139
Unique (%)	99.9%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	26.98375779
Minimum	0
Maximum	100
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	3.990889246
Q1	10.46551484
Median	20.43332234
Q3	41.16768635
95-th percentile	65.89109915
Maximum	100
Range	100
Interquartile range	30.70217152

Descriptive statistics

Standard deviation	20.20045372
Coef of variation	0.7486152918
Kurtosis	-0.2288428357
Mean	26.98375779
MAD	16.96293732
Skewness	0.8348501793
Sum	84782.96699
Variance	408.0583303
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0. 0.96064339 4.30016332 15.24972323 24.40834226 48.26309336 63.43873256 72.70969441 85.55556898 100. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
48.806126	2	0.1%
44.06108597	2	0.1%
12.13697313	2	0.1%
6.215345731	1	< 0.1%
18.5756202	1	< 0.1%
44.83690352	1	< 0.1%
14.02752559	1	< 0.1%
2.656011195	1	< 0.1%
49.09204052	1	< 0.1%
23.92471966	1	< 0.1%
Other values (3129)	3129	99.6%

Minimum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.4512015631	1	< 0.1%
0.469984917	1	< 0.1%
0.5324602534	1	< 0.1%
0.5404057969	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	1	< 0.1%
98.70659169	1	< 0.1%
94.90810118	1	< 0.1%
92.73321583	1	< 0.1%
92.38502087	1	< 0.1%

totalCivilLabour
Highly correlated

This variable is highly correlated with population2016 and should be ignored for analysis

Correlation	0.9984817791

totalEmployement
Highly correlated

This variable is highly correlated with totalCivilLabour and should be ignored for analysis

Correlation	0.9998288863

totalHousingUnits
Highly correlated

This variable is highly correlated with totalEmployement and should be ignored for analysis

Correlation	0.9924259513

totalPopulation
Highly correlated

This variable is highly correlated with totalHousingUnits and should be ignored for analysis

Correlation	0.9935484959

totalStructureBuiltYear
Highly correlated

This variable is highly correlated with totalPopulation and should be ignored for analysis

Correlation	0.9935484959

unEmployementinCivilLabour
Highly correlated

This variable is highly correlated with totalStructureBuiltYear and should be ignored for analysis

Correlation	0.9755936784

unEmployementRate
Numeric

Distinct count	3128
Unique (%)	99.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	23.69259935
Minimum	0
Maximum	100
Zeros (%)	0.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	7.900701106
Q1	16.53996766
Median	22.62536644
Q3	29.38464567
95-th percentile	42.17396773
Maximum	100
Range	100
Interquartile range	12.84467801

Descriptive statistics

Standard deviation	11.0200942
Coef of variation	0.4651281203
Kurtosis	4.229084566
Mean	23.69259935
MAD	8.172402471
Skewness	1.228083999
Sum	74442.14716
Variance	121.4424762
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0. 4.46932185 8.98513272 12.21437827 16.71453561 ... 36.74668145 42.4208722 48.37241971 63.20419351 100. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	8	0.3%
8.847991352	2	0.1%
12.31048704	2	0.1%
25.58394224	2	0.1%
3.957686188	2	0.1%
11.84899968	2	0.1%
12.27817605	2	0.1%
24.53741014	2	0.1%
25.69110539	1	< 0.1%
18.59407407	1	< 0.1%
Other values (3118)	3118	99.2%

Minimum 5 values

Value	Count	Frequency (%)
0	8	0.3%
0.8775884203	1	< 0.1%
1.046646174	1	< 0.1%
1.121281178	1	< 0.1%
1.160886361	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	1	< 0.1%
93.98677741	1	< 0.1%
90.13362769	1	< 0.1%
88.27559875	1	< 0.1%
88.18422823	1	< 0.1%

vacantHousingUnits
Numeric

Distinct count	2508
Unique (%)	79.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5200.083386
Minimum	27
Maximum	225736
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	27
5-th percentile	318.05
Q1	922.25
Median	1987
Q3	4557.5
95-th percentile	18694.05
Maximum	225736
Range	225709
Interquartile range	3635.25

Descriptive statistics

Standard deviation	12793.63021
Coef of variation	2.46027405
Kurtosis	107.2240346
Mean	5200.083386
MAD	5327.154019
Skewness	8.800528718
Sum	16338662
Variance	163676974
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[2.70000e+01 9.65000e+01 2.69000e+02 8.74500e+02 1.60650e+03 ... 1.60635e+04 2.74095e+04 3.72160e+04 8.90255e+04 2.25736e+05], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
649	5	0.2%
1333	4	0.1%
1382	4	0.1%
811	4	0.1%
1060	4	0.1%
352	4	0.1%
183	4	0.1%
1050	4	0.1%
770	4	0.1%
354	4	0.1%
Other values (2498)	3101	98.7%

Minimum 5 values

Value	Count	Frequency (%)
27	1	< 0.1%
43	1	< 0.1%
45	1	< 0.1%
49	1	< 0.1%
61	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
225736	1	< 0.1%
214572	1	< 0.1%
208273	1	< 0.1%
151398	1	< 0.1%
151211	1	< 0.1%

vacantHousingUnitsRatio
Numeric

Distinct count	3141
Unique (%)	> 99.9%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	21.20183577
Minimum	3.521508094
Maximum	100
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	3.521508094
5-th percentile	7.321098846
Q1	12.42339891
Median	17.95421241
Q3	26.24585225
95-th percentile	47.18727809
Maximum	100
Range	96.47849191
Interquartile range	13.82245334

Descriptive statistics

Standard deviation	12.73893806
Coef of variation	0.6008412763
Kurtosis	4.126048547
Mean	21.20183577
MAD	9.369977781
Skewness	1.720924979
Sum	66616.16799
Variance	162.280543
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 3.52150809 4.92074576 7.8387173 21.04104504 25.48282165 30.89781522 38.83747801 52.91177907 70.27634215 100. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
15.18768279	2	0.1%
17.27920523	1	< 0.1%
29.98463732	1	< 0.1%
9.855759749	1	< 0.1%
28.05816282	1	< 0.1%
21.60379237	1	< 0.1%
9.109105101	1	< 0.1%
10.17155072	1	< 0.1%
20.75276361	1	< 0.1%
17.45048288	1	< 0.1%
Other values (3131)	3131	99.6%

Minimum 5 values

Value	Count	Frequency (%)
3.521508094	1	< 0.1%
3.596262297	1	< 0.1%
3.621891007	1	< 0.1%
3.855908019	1	< 0.1%
4.099767036	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	1	< 0.1%
94.84296842	1	< 0.1%
93.88749363	1	< 0.1%
91.48280028	1	< 0.1%
91.29228311	1	< 0.1%

waterUsage
Numeric

Distinct count	1266
Unique (%)	40.3%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	12.22749523
Minimum	0
Maximum	1256.44
Zeros (%)	2.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.08
Q1	0.8025
Median	2.25
Q3	6.9675
95-th percentile	48.291
Maximum	1256.44
Range	1256.44
Interquartile range	6.165

Descriptive statistics

Standard deviation	46.55201787
Coef of variation	3.807158949
Kurtosis	241.471965
Mean	12.22749523
MAD	15.96011616
Skewness	12.71515
Sum	38418.79
Variance	2167.090368
Memory size	24.6 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000e+00 5.00000e-03 7.15000e-01 1.47500e+00 3.02500e+00 ... 7.30600e+01 1.41455e+02 2.50590e+02 4.62045e+02 1.25644e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	91	2.9%
0.37	15	0.5%
0.81	15	0.5%
0.53	14	0.4%
0.67	14	0.4%
0.21	13	0.4%
0.24	13	0.4%
0.04	13	0.4%
0.48	13	0.4%
0.55	12	0.4%
Other values (1256)	2929	93.2%

Minimum 5 values

Value	Count	Frequency (%)
0	91	2.9%
0.01	12	0.4%
0.02	7	0.2%
0.03	10	0.3%
0.04	13	0.4%

Maximum 5 values

Value	Count	Frequency (%)
1256.44	1	< 0.1%
834.08	1	< 0.1%
776.54	1	< 0.1%
561.79	1	< 0.1%
466.55	1	< 0.1%

First rows

	AERAFEmployement	AERAFEmployementRatio	allMeansofTransporttoWork	bicycleMeansofTransporttoWork	bicycleUsageRate	COUNTYFP	CustomerSatisfactionAvgReviewRating	CustomerSatisfactionAvgStarRating	familiesinPoverty	familiesUnderPovertyScale	femalesEmployedInOwnBusines	geoid	lIBNonVRRatioToPopulation	lIBVRRatioToPopulation	lodgingInventoryBucketNonVacationalRental	lodgingInventoryBucketVacationalRental	malesEmployedInOwnBusines	medianHouseHoldIncome	minorityPopulationRatio	population2016	STATEFP	structureBuiltYearBefore1939	structureBuiltYearBefore1939Ratio	totalCivilLabour	totalEmployement	totalHousingUnits	totalPopulation	totalStructureBuiltYear	unEmployementinCivilLabour	unEmployementRate	vacantHousingUnits	vacantHousingUnitsRatio	waterUsage
0	1855	16.498618	352	13	3.693182	1	4.185	2.250000	14653	80.597834	201	1001	0.978914	0.288522	10.0	4.0	366	1638803	22.912793	55049	1	656	5.090089	25699	24262	22714	55601	22714	1437	18.684064	1914	9.811749	3.64
1	9241	22.724129	1158	268	23.143351	3	4.415	2.880000	50190	76.172601	1278	1003	0.499294	0.367901	20.0	20.0	3304	4752609	11.676857	199510	1	2404	3.938421	93640	87753	107579	218022	107579	5887	21.006971	32430	35.100843	23.67
2	618	14.829078	153	0	0.000000	5	3.870	2.710000	5968	67.899241	76	1005	2.843822	0.644753	13.0	4.0	216	777500	53.091933	26614	1	872	13.021951	10316	8993	11802	24881	11802	1323	42.852810	2680	26.440964	3.23
3	402	10.383932	120	0	0.000000	7	4.200	2.000000	5272	70.721525	6	1007	0.971939	0.000000	4.0	0.0	50	632309	23.593705	22572	1	536	10.529087	8997	8354	8972	22400	8972	643	23.880535	1924	24.969733	5.18
4	1112	11.112763	95	0	0.000000	9	4.200	2.000000	15439	81.013893	227	1009	0.376408	0.000000	4.0	0.0	441	1656471	2.923849	57704	1	1068	7.892200	22960	21593	23850	57840	23850	1367	19.894243	3231	15.774176	56.86
5	232	11.994048	112	0	0.000000	11	4.200	2.934783	2318	66.515813	36	1011	0.000000	1.582374	0.0	4.0	96	226588	77.431756	10552	1	535	21.131942	4812	4174	4462	10138	4462	638	44.302257	906	23.642681	2.11
6	628	17.351574	49	0	0.000000	13	4.200	2.860000	5139	76.728538	29	1013	3.318815	0.000000	12.0	0.0	131	694883	49.844178	20280	1	948	16.852899	8659	7810	9914	19680	9914	849	32.762026	2239	26.296823	2.28
7	4445	20.403833	522	15	2.873563	15	4.110	2.670000	30700	80.216720	502	1015	0.857315	0.000000	18.0	0.0	948	3834124	24.304313	115883	1	3352	11.078480	53228	47010	53326	114277	53326	6218	39.033848	8255	18.025037	25.25
8	842	12.949522	44	0	0.000000	17	4.360	2.330000	8654	77.029019	87	1017	1.295340	0.477231	8.0	4.0	248	1252735	44.525342	34018	1	2087	21.758175	15167	14031	16905	33615	16905	1136	25.027037	3054	21.035457	4.20
9	624	13.210304	28	0	0.000000	19	4.625	2.000000	7919	92.590652	87	1019	1.463583	2.310921	7.0	15.0	146	808893	5.651044	25897	1	648	7.023760	10827	10193	16260	26032	16260	634	19.566445	5261	37.674358	3.20

Last rows

	AERAFEmployement	AERAFEmployementRatio	aIPBRatioToPopulation	airInboundPopularityBucket	airQuality	allMeansofTransporttoWork	bicycleMeansofTransporttoWork	bicycleUsageRate	COUNTYFP	CustomerSatisfactionAvgReviewRating	CustomerSatisfactionAvgStarRating	familiesinPoverty	familiesUnderPovertyScale	femalesEmployedInOwnBusines	geoid	lIBNonVRRatioToPopulation	lIBVRRatioToPopulation	lodgingInventoryBucketNonVacationalRental	lodgingInventoryBucketVacationalRental	malesEmployedInOwnBusines	medianHouseHoldIncome	minorityPopulationRatio	population2016	STATEFP	structureBuiltYearBefore1939	structureBuiltYearBefore1939Ratio	totalCivilLabour	totalEmployement	totalHousingUnits	totalPopulation	totalStructureBuiltYear	unEmployementinCivilLabour	unEmployementRate	vacantHousingUnits	vacantHousingUnitsRatio	waterUsage
3132	70	13.896286	0.000000	0.0	0.0	25	0	0.000000	27	4.485	2.50	572	69.334574	4	56027	15.954774	0.000000	7.0	0.0	26	119515	2.818438	2498	56	511	70.305121	1092	1087	1281	2388	1281	5	1.529953	300	27.269064	1.00
3133	2041	29.424527	8.972173	9.0	4.1	236	73	30.932203	29	4.600	2.67	8049	83.800957	248	56029	3.526609	2.735320	19.0	20.0	303	1309593	2.736018	29083	56	1023	12.942213	15557	14968	13931	29324	13931	589	12.650866	2105	17.594134	3.17
3134	501	26.760031	0.000000	0.0	0.0	58	44	75.862069	31	4.325	2.60	2482	85.987753	33	56031	8.895634	3.277339	14.0	7.0	84	413255	2.905896	8740	56	1003	37.627305	4204	4040	4698	8566	4698	164	13.035027	1018	25.230907	1.56
3135	1606	23.908789	0.000000	0.0	7.2	264	172	65.151515	33	4.170	2.57	8039	81.344583	263	56033	3.060516	1.326539	17.0	10.0	614	1171696	3.424087	29924	56	2591	31.835548	15067	14495	14344	30233	14344	572	12.685279	1647	13.369693	4.55
3136	434	16.780618	0.000000	0.0	5.6	67	49	73.134328	35	4.610	2.89	2280	68.816658	164	56035	7.765209	5.721733	14.0	14.0	375	307765	3.059192	10032	56	379	11.400684	5741	5581	5859	9813	5859	160	9.312435	2656	52.784045	2.21
3137	2359	22.077780	6.111356	9.0	5.4	213	32	15.023474	37	4.285	2.67	11200	75.678053	176	56037	2.149278	0.652103	17.0	7.0	543	2324382	4.367487	44812	56	2251	20.768821	24289	23057	19102	43051	19102	1232	16.948523	2569	15.659697	11.37
3138	4080	61.417583	17.731756	14.0	3.7	640	390	60.937500	39	4.500	3.30	4981	66.667259	252	56039	4.716310	3.475176	20.0	20.0	611	1065803	3.457548	22623	56	419	5.555701	14646	14335	13292	23081	13292	311	7.095323	4716	41.312508	7.78
3139	953	21.699627	0.000000	0.0	0.0	128	41	32.031250	41	4.230	2.42	5399	78.245393	135	56041	4.022014	0.000000	15.0	0.0	289	949133	3.063025	20893	56	949	19.075717	10124	9477	8768	20299	8768	647	21.354182	1336	17.742059	3.90
3140	278	15.866034	0.000000	0.0	0.0	70	29	41.428571	43	4.350	2.75	2222	80.566005	66	56043	6.902799	3.560391	10.0	7.0	221	378207	3.468491	8351	56	310	14.336328	4085	3781	3811	7885	3811	304	24.866366	318	9.715972	0.09
3141	210	13.690571	0.000000	0.0	0.0	52	22	42.307692	45	4.490	3.00	2001	84.444514	42	56045	8.593574	4.605169	11.0	8.0	60	270149	4.722883	7175	56	439	22.118716	3434	3310	3498	6967	3498	124	12.065691	364	12.116570	1.02

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows